Files
LocalAI [bot] fb20d12ae1 feat: add automatic compaction settings to agent config (#437)
* Merge origin/main and resolve conflicts: keep all features including auto-compaction and evaluation

* fix: resolve merge conflict syntax errors in config.go

* feat: wire auto-compaction options to cogito

Wire enableAutoCompaction and autoCompactionThreshold options to
cogito.WithCompactionThreshold() when starting the agent.

---------

Co-authored-by: Team Coding Agent 1 <team-coding-agent-1@local>
2026-02-26 21:32:27 +01:00

752 lines
26 KiB
Go

package state
import (
"encoding/json"
"fmt"
"strconv"
"strings"
"github.com/mudler/LocalAGI/core/agent"
"github.com/mudler/LocalAGI/core/types"
"github.com/mudler/LocalAGI/pkg/config"
)
// parseIntField parses an integer field that may be received as either a number or a string
func parseIntField(value interface{}) int {
switch v := value.(type) {
case int:
return v
case float64:
return int(v)
case string:
if i, err := strconv.Atoi(v); err == nil {
return i
}
}
return 0
}
type ConnectorConfig struct {
Type string `json:"type"` // e.g. Slack
Config string `json:"config"`
}
type ActionsConfig struct {
Name string `json:"name"` // e.g. search
Config string `json:"config"`
}
type DynamicPromptsConfig struct {
Type string `json:"type"`
Config string `json:"config"`
}
func (d DynamicPromptsConfig) ToMap() map[string]string {
config := map[string]string{}
json.Unmarshal([]byte(d.Config), &config)
return config
}
type FiltersConfig struct {
Type string `json:"type"`
Config string `json:"config"`
}
type AgentConfig struct {
Connector []ConnectorConfig `json:"connectors" form:"connectors" `
Actions []ActionsConfig `json:"actions" form:"actions"`
DynamicPrompts []DynamicPromptsConfig `json:"dynamic_prompts" form:"dynamic_prompts"`
MCPServers []agent.MCPServer `json:"mcp_servers" form:"mcp_servers"`
MCPSTDIOServers []agent.MCPSTDIOServer `json:"mcp_stdio_servers" form:"mcp_stdio_servers"`
MCPPrepareScript string `json:"mcp_prepare_script" form:"mcp_prepare_script"`
Filters []FiltersConfig `json:"filters" form:"filters"`
Description string `json:"description" form:"description"`
Model string `json:"model" form:"model"`
MultimodalModel string `json:"multimodal_model" form:"multimodal_model"`
TranscriptionModel string `json:"transcription_model" form:"transcription_model"`
TranscriptionLanguage string `json:"transcription_language" form:"transcription_language"`
TTSModel string `json:"tts_model" form:"tts_model"`
APIURL string `json:"api_url" form:"api_url"`
APIKey string `json:"api_key" form:"api_key"`
LocalRAGURL string `json:"local_rag_url" form:"local_rag_url"`
LocalRAGAPIKey string `json:"local_rag_api_key" form:"local_rag_api_key"`
LastMessageDuration string `json:"last_message_duration" form:"last_message_duration"`
Name string `json:"name" form:"name"`
HUD bool `json:"hud" form:"hud"`
StandaloneJob bool `json:"standalone_job" form:"standalone_job"`
RandomIdentity bool `json:"random_identity" form:"random_identity"`
InitiateConversations bool `json:"initiate_conversations" form:"initiate_conversations"`
CanPlan bool `json:"enable_planning" form:"enable_planning"`
PlanReviewerModel string `json:"plan_reviewer_model" form:"plan_reviewer_model"`
DisableSinkState bool `json:"disable_sink_state" form:"disable_sink_state"`
IdentityGuidance string `json:"identity_guidance" form:"identity_guidance"`
PeriodicRuns string `json:"periodic_runs" form:"periodic_runs"`
SchedulerPollInterval string `json:"scheduler_poll_interval" form:"scheduler_poll_interval"`
SchedulerTaskTemplate string `json:"scheduler_task_template" form:"scheduler_task_template"`
PermanentGoal string `json:"permanent_goal" form:"permanent_goal"`
EnableKnowledgeBase bool `json:"enable_kb" form:"enable_kb"`
EnableKBCompaction bool `json:"enable_kb_compaction" form:"enable_kb_compaction"`
KBCompactionInterval string `json:"kb_compaction_interval" form:"kb_compaction_interval"`
KBCompactionSummarize bool `json:"kb_compaction_summarize" form:"kb_compaction_summarize"`
KBAutoSearch bool `json:"kb_auto_search" form:"kb_auto_search"`
KBAsTools bool `json:"kb_as_tools" form:"kb_as_tools"`
EnableReasoning bool `json:"enable_reasoning" form:"enable_reasoning"`
EnableForceReasoningTool bool `json:"enable_reasoning_tool" form:"enable_reasoning_tool"`
EnableGuidedTools bool `json:"enable_guided_tools" form:"enable_guided_tools"`
EnableSkills bool `json:"enable_skills" form:"enable_skills"`
KnowledgeBaseResults int `json:"kb_results" form:"kb_results"`
CanStopItself bool `json:"can_stop_itself" form:"can_stop_itself"`
SystemPrompt string `json:"system_prompt" form:"system_prompt"`
SkillsPrompt string `json:"skills_prompt" form:"skills_prompt"`
InnerMonologueTemplate string `json:"inner_monologue_template" form:"inner_monologue_template"`
LongTermMemory bool `json:"long_term_memory" form:"long_term_memory"`
SummaryLongTermMemory bool `json:"summary_long_term_memory" form:"summary_long_term_memory"`
ConversationStorageMode string `json:"conversation_storage_mode" form:"conversation_storage_mode"`
ParallelJobs int `json:"parallel_jobs" form:"parallel_jobs"`
CancelPreviousOnNewMessage *bool `json:"cancel_previous_on_new_message" form:"cancel_previous_on_new_message"`
StripThinkingTags bool `json:"strip_thinking_tags" form:"strip_thinking_tags"`
EnableEvaluation bool `json:"enable_evaluation" form:"enable_evaluation"`
MaxEvaluationLoops int `json:"max_evaluation_loops" form:"max_evaluation_loops"`
MaxAttempts int `json:"max_attempts" form:"max_attempts"`
LoopDetection int `json:"loop_detection" form:"loop_detection"`
EnableAutoCompaction bool `json:"enable_auto_compaction" form:"enable_auto_compaction"`
AutoCompactionThreshold int `json:"auto_compaction_threshold" form:"auto_compaction_threshold"`
}
type AgentConfigMeta struct {
Filters []config.FieldGroup
Fields []config.Field
Connectors []config.FieldGroup
Actions []config.FieldGroup
DynamicPrompts []config.FieldGroup
MCPServers []config.Field
}
func NewAgentConfigMeta(
actionsConfig []config.FieldGroup,
connectorsConfig []config.FieldGroup,
dynamicPromptsConfig []config.FieldGroup,
filtersConfig []config.FieldGroup,
) AgentConfigMeta {
return AgentConfigMeta{
Fields: []config.Field{
{
Name: "name",
Label: "Name",
Type: "text",
DefaultValue: "",
Required: true,
Tags: config.Tags{Section: "BasicInfo"},
},
{
Name: "description",
Label: "Description",
Type: "textarea",
DefaultValue: "",
Tags: config.Tags{Section: "BasicInfo"},
},
{
Name: "identity_guidance",
Label: "Identity Guidance",
Type: "textarea",
DefaultValue: "",
Tags: config.Tags{Section: "BasicInfo"},
},
{
Name: "random_identity",
Label: "Random Identity",
Type: "checkbox",
DefaultValue: false,
Tags: config.Tags{Section: "BasicInfo"},
},
{
Name: "hud",
Label: "HUD",
Type: "checkbox",
DefaultValue: false,
Tags: config.Tags{Section: "BasicInfo"},
},
{
Name: "model",
Label: "Model",
Type: "text",
DefaultValue: "",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "multimodal_model",
Label: "Multimodal Model",
Type: "text",
DefaultValue: "",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "transcription_model",
Label: "Transcription Model",
Type: "text",
DefaultValue: "",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "transcription_language",
Label: "Transcription Language",
Type: "text",
DefaultValue: "",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "tts_model",
Label: "TTS Model",
Type: "text",
DefaultValue: "",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "plan_reviewer_model",
Label: "Plan Reviewer Model",
Type: "text",
DefaultValue: "",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "api_url",
Label: "API URL",
Type: "text",
DefaultValue: "",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "api_key",
Label: "API Key",
Type: "password",
DefaultValue: "",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "local_rag_url",
Label: "Local RAG URL",
Type: "text",
DefaultValue: "",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "local_rag_api_key",
Label: "Local RAG API Key",
Type: "password",
DefaultValue: "",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "enable_kb",
Label: "Enable Knowledge Base",
Type: "checkbox",
DefaultValue: false,
Tags: config.Tags{Section: "MemorySettings"},
},
{
Name: "kb_results",
Label: "Knowledge Base Results",
Type: "number",
DefaultValue: 5,
Min: 1,
Step: 1,
Tags: config.Tags{Section: "MemorySettings"},
},
{
Name: "enable_kb_compaction",
Label: "Enable KB Compaction",
Type: "checkbox",
DefaultValue: false,
HelpText: "Periodically group collection entries by date (daily/weekly/monthly), optionally summarize or concatenate, then store and remove originals",
Tags: config.Tags{Section: "MemorySettings"},
},
{
Name: "kb_compaction_interval",
Label: "KB Compaction Interval",
Type: "text",
DefaultValue: "daily",
Placeholder: "daily, weekly, monthly",
HelpText: "Compaction window: daily, weekly, or monthly",
Tags: config.Tags{Section: "MemorySettings"},
},
{
Name: "kb_compaction_summarize",
Label: "KB Compaction Summarize",
Type: "checkbox",
DefaultValue: true,
HelpText: "When enabled, summarize grouped content via LLM; when disabled, store concatenated content only (no LLM call)",
Tags: config.Tags{Section: "MemorySettings"},
},
{
Name: "long_term_memory",
Label: "Long Term Memory",
Type: "checkbox",
DefaultValue: false,
Tags: config.Tags{Section: "MemorySettings"},
},
{
Name: "summary_long_term_memory",
Label: "Summary Long Term Memory",
Type: "checkbox",
DefaultValue: false,
Tags: config.Tags{Section: "MemorySettings"},
},
{
Name: "kb_auto_search",
Label: "KB Auto Search",
Type: "checkbox",
DefaultValue: true,
HelpText: "Automatically search knowledge base when a user message is received",
Tags: config.Tags{Section: "MemorySettings"},
},
{
Name: "kb_as_tools",
Label: "KB As Tools",
Type: "checkbox",
DefaultValue: false,
HelpText: "Inject knowledge base search and add actions as tools, allowing the agent to access its memory without manual configuration",
Tags: config.Tags{Section: "MemorySettings"},
},
{
Name: "conversation_storage_mode",
Label: "Conversation Storage Mode",
Type: "select",
DefaultValue: "user_only",
Options: []config.FieldOption{
{Value: "user_only", Label: "User Messages Only"},
{Value: "user_and_assistant", Label: "User and Assistant Messages"},
{Value: "whole_conversation", Label: "Whole Conversation as Block"},
},
HelpText: "Controls what gets stored in the knowledge base: only user messages, user and assistant messages separately, or the entire conversation as a single block",
Tags: config.Tags{Section: "MemorySettings"},
},
{
Name: "system_prompt",
Label: "System Prompt",
Type: "textarea",
DefaultValue: "",
HelpText: "Instructions that define the agent's behavior and capabilities",
Tags: config.Tags{Section: "PromptsGoals"},
},
{
Name: "permanent_goal",
Label: "Permanent Goal",
Type: "textarea",
DefaultValue: "",
HelpText: "Long-term objective for the agent to pursue",
Tags: config.Tags{Section: "PromptsGoals"},
},
{
Name: "skills_prompt",
Label: "Skills Prompt",
Type: "textarea",
DefaultValue: "",
HelpText: "Optional instructions for using skills. Used when Enable Skills is on. If empty, default instructions are used.",
Tags: config.Tags{Section: "PromptsGoals"},
},
{
Name: "inner_monologue_template",
Label: "Inner Monologue Template",
Type: "textarea",
DefaultValue: "",
HelpText: "Prompt used for periodic/standalone runs when the agent evaluates what to do next. If empty, the default autonomous agent instructions are used.",
Tags: config.Tags{Section: "PromptsGoals"},
},
{
Name: "scheduler_task_template",
Label: "Scheduler Task Template",
Type: "textarea",
DefaultValue: "",
HelpText: "Template for scheduled/recurring tasks. Use {{.Task}} to reference the task. Example: \"Execute: {{.Task}}\". If empty, the default inner monologue template is used with the task injected.",
Tags: config.Tags{Section: "PromptsGoals"},
},
{
Name: "standalone_job",
Label: "Standalone Job",
Type: "checkbox",
DefaultValue: false,
HelpText: "Run as a standalone job without user interaction",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "initiate_conversations",
Label: "Initiate Conversations",
Type: "checkbox",
DefaultValue: false,
HelpText: "Allow agent to start conversations on its own",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "enable_planning",
Label: "Enable Planning",
Type: "checkbox",
DefaultValue: false,
HelpText: "Enable agent to create and execute plans",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "cancel_previous_on_new_message",
Label: "Cancel previous message on new message",
Type: "checkbox",
DefaultValue: true,
HelpText: "When a new message arrives for the same conversation, cancel the currently running job and start the new one. If disabled, new messages are queued.",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "loop_detection",
Label: "Loop Detection",
Type: "number",
DefaultValue: 5,
Min: 1,
Step: 1,
HelpText: "Number of messages to check for loop detection. If a message is the same as the previous message, the job is cancelled.",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "can_stop_itself",
Label: "Can Stop Itself",
Type: "checkbox",
DefaultValue: false,
HelpText: "Allow agent to terminate its own execution",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "periodic_runs",
Label: "Periodic Runs",
Type: "text",
DefaultValue: "",
Placeholder: "10m",
HelpText: "Duration for scheduling periodic agent runs",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "scheduler_poll_interval",
Label: "Scheduler Poll Interval",
Type: "text",
DefaultValue: "30s",
Placeholder: "30s",
HelpText: "Duration for polling the scheduler for planned tasks",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "enable_reasoning",
Label: "Enable Reasoning",
Type: "checkbox",
DefaultValue: false,
HelpText: "Enable agent to explain its reasoning process",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "enable_reasoning_tool",
Label: "Enable Reasoning for tools",
Type: "checkbox",
DefaultValue: true,
HelpText: "Enable agent to reason more on tools",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "enable_guided_tools",
Label: "Enable Guided Tools",
Type: "checkbox",
DefaultValue: false,
HelpText: "Filter tools through guidance using their descriptions; creates virtual guidelines when none exist",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "enable_skills",
Label: "Enable Skills",
Type: "checkbox",
DefaultValue: false,
HelpText: "Inject available skills into the agent and expose skill tools (list, read, search, resources) via MCP",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "parallel_jobs",
Label: "Parallel Jobs",
Type: "number",
DefaultValue: 5,
Min: 1,
Step: 1,
HelpText: "Number of concurrent tasks that can run in parallel",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "disable_sink_state",
Label: "Disable Sink State",
Type: "checkbox",
DefaultValue: false,
HelpText: "Disable the sink state of the agent",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "mcp_stdio_servers",
Label: "MCP STDIO Servers",
Type: "textarea",
DefaultValue: "",
HelpText: "JSON configuration for MCP STDIO servers",
Tags: config.Tags{Section: "MCP"},
},
{
Name: "mcp_prepare_script",
Label: "MCP Prepare Script",
Type: "textarea",
DefaultValue: "",
HelpText: "Script to prepare for running MCP servers",
Tags: config.Tags{Section: "MCP"},
},
{
Name: "strip_thinking_tags",
Label: "Strip Thinking Tags",
Type: "checkbox",
DefaultValue: false,
HelpText: "Remove content between <thinking></thinking> and <think></think> tags from agent responses",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "enable_auto_compaction",
Label: "Enable Auto Compaction",
Type: "checkbox",
DefaultValue: false,
HelpText: "Enable automatic conversation compaction when token threshold is reached",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "auto_compaction_threshold",
Label: "Auto Compaction Threshold (tokens)",
Type: "number",
DefaultValue: 4096,
Min: 1,
Step: 1,
HelpText: "Number of tokens to trigger automatic compaction",
Tags: config.Tags{Section: "ModelSettings"},
},
{
Name: "enable_evaluation",
Label: "Enable Evaluation",
Type: "checkbox",
DefaultValue: false,
HelpText: "Enable automatic evaluation of agent responses to ensure they meet user requirements",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "max_evaluation_loops",
Label: "Max Evaluation Loops",
Type: "number",
DefaultValue: 2,
Min: 1,
Step: 1,
HelpText: "Maximum number of evaluation loops to perform when addressing gaps in responses",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "max_attempts",
Label: "Max Attempts",
Type: "number",
DefaultValue: 1,
Min: 1,
Step: 1,
HelpText: "Number of attempts on failure before surfacing the error to the user (1 = no retries)",
Tags: config.Tags{Section: "AdvancedSettings"},
},
{
Name: "last_message_duration",
Label: "Last Message Duration",
Type: "text",
DefaultValue: "5m",
HelpText: "Duration for the last message to be considered in the conversation",
Tags: config.Tags{Section: "AdvancedSettings"},
},
},
MCPServers: []config.Field{
{
Name: "url",
Label: "URL",
Type: config.FieldTypeText,
Required: true,
},
{
Name: "token",
Label: "API Key",
Type: config.FieldTypeText,
Required: true,
},
},
DynamicPrompts: dynamicPromptsConfig,
Connectors: connectorsConfig,
Actions: actionsConfig,
Filters: filtersConfig,
}
}
type Connector interface {
AgentResultCallback() func(state types.ActionState)
AgentReasoningCallback() func(state types.ActionCurrentState) bool
Start(a *agent.Agent)
}
// UnmarshalJSON implements json.Unmarshaler for AgentConfig
func (a *AgentConfig) UnmarshalJSON(data []byte) error {
// Create a temporary type to avoid infinite recursion
type Alias AgentConfig
aux := &struct {
*Alias
MCPSTDIOServersConfig interface{} `json:"mcp_stdio_servers"`
MaxEvaluationLoops interface{} `json:"max_evaluation_loops"`
MaxAttempts interface{} `json:"max_attempts"`
ParallelJobs interface{} `json:"parallel_jobs"`
KnowledgeBaseResults interface{} `json:"kb_results"`
}{
Alias: (*Alias)(a),
}
if err := json.Unmarshal(data, &aux); err != nil {
return err
}
// Parse integer fields that may come as strings
a.MaxEvaluationLoops = parseIntField(aux.MaxEvaluationLoops)
a.MaxAttempts = parseIntField(aux.MaxAttempts)
a.ParallelJobs = parseIntField(aux.ParallelJobs)
a.KnowledgeBaseResults = parseIntField(aux.KnowledgeBaseResults)
a.LoopDetection = parseIntField(aux.LoopDetection)
// Handle MCP STDIO servers configuration
if aux.MCPSTDIOServersConfig != nil {
switch v := aux.MCPSTDIOServersConfig.(type) {
case string:
// Parse string configuration
var mcpConfig struct {
MCPServers map[string]struct {
Command string `json:"command"`
Args []string `json:"args"`
Env map[string]string `json:"env"`
} `json:"mcpServers"`
}
if err := json.Unmarshal([]byte(v), &mcpConfig); err != nil {
return fmt.Errorf("failed to parse MCP STDIO servers configuration: %w", err)
}
a.MCPSTDIOServers = make([]agent.MCPSTDIOServer, 0, len(mcpConfig.MCPServers))
for name, server := range mcpConfig.MCPServers {
// Convert env map to slice of "KEY=VALUE" strings
envSlice := make([]string, 0, len(server.Env))
for k, v := range server.Env {
envSlice = append(envSlice, fmt.Sprintf("%s=%s", k, v))
}
a.MCPSTDIOServers = append(a.MCPSTDIOServers, agent.MCPSTDIOServer{
Name: name,
Cmd: server.Command,
Args: server.Args,
Env: envSlice,
})
}
case []interface{}:
// Parse array configuration
a.MCPSTDIOServers = make([]agent.MCPSTDIOServer, 0, len(v))
for _, server := range v {
serverMap, ok := server.(map[string]interface{})
if !ok {
return fmt.Errorf("invalid server configuration format")
}
name, _ := serverMap["name"].(string)
cmd, _ := serverMap["cmd"].(string)
args := make([]string, 0)
if argsInterface, ok := serverMap["args"].([]interface{}); ok {
for _, arg := range argsInterface {
if argStr, ok := arg.(string); ok {
args = append(args, argStr)
}
}
}
env := make([]string, 0)
if envInterface, ok := serverMap["env"].([]interface{}); ok {
for _, e := range envInterface {
if envStr, ok := e.(string); ok {
env = append(env, envStr)
}
}
}
a.MCPSTDIOServers = append(a.MCPSTDIOServers, agent.MCPSTDIOServer{
Name: name,
Cmd: cmd,
Args: args,
Env: env,
})
}
}
}
return nil
}
// MarshalJSON implements json.Marshaler for AgentConfig
func (a *AgentConfig) MarshalJSON() ([]byte, error) {
// Create a temporary type to avoid infinite recursion
type Alias AgentConfig
aux := &struct {
*Alias
MCPSTDIOServersConfig string `json:"mcp_stdio_servers,omitempty"`
}{
Alias: (*Alias)(a),
}
// Convert MCPSTDIOServers back to the expected JSON format
if len(a.MCPSTDIOServers) > 0 {
mcpConfig := struct {
MCPServers map[string]struct {
Command string `json:"command"`
Args []string `json:"args"`
Env map[string]string `json:"env"`
} `json:"mcpServers"`
}{
MCPServers: make(map[string]struct {
Command string `json:"command"`
Args []string `json:"args"`
Env map[string]string `json:"env"`
}),
}
// Convert each MCPSTDIOServer to the expected format
for i, server := range a.MCPSTDIOServers {
// Convert env slice back to map
envMap := make(map[string]string)
for _, env := range server.Env {
if parts := strings.SplitN(env, "=", 2); len(parts) == 2 {
envMap[parts[0]] = parts[1]
}
}
key := server.Name
if key == "" {
key = fmt.Sprintf("server%d", i)
}
mcpConfig.MCPServers[key] = struct {
Command string `json:"command"`
Args []string `json:"args"`
Env map[string]string `json:"env"`
}{
Command: server.Cmd,
Args: server.Args,
Env: envMap,
}
}
// Marshal the MCP config to JSON string
mcpConfigJSON, err := json.Marshal(mcpConfig)
if err != nil {
return nil, fmt.Errorf("failed to marshal MCP STDIO servers configuration: %w", err)
}
aux.MCPSTDIOServersConfig = string(mcpConfigJSON)
}
return json.Marshal(aux)
}